eren23/distilabel_first100_truthy-dpo-v0.1

---
dataset_info:
features:
- name: id
dtype: string
- name: source
dtype: string
- name: system
dtype: string
- name: input
dtype: string
- name: chosen
dtype: string
- name: rejected
dtype: string
- name: generations
sequence: string
- name: order
sequence: string
- name: labelling_model
dtype: string
- name: labelling_prompt
list:
- name: content
dtype: string
- name: role
dtype: string
- name: raw_labelling_response
dtype: string
- name: rating
sequence: float64
- name: rationale
dtype: string
splits:
- name: train
num_bytes: 648583
num_examples: 100
download_size: 330035
dataset_size: 648583
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- question-answering
- text-generation
language:
- en
tags:
- dpo
- preference-optimization
---

A small subset of https://huggingface.co/datasets/jondurbin/truthy-dpo-v0.1 with rating scores added to each row using distilabel's preference dataset cleaning example.

原始信息汇总

数据集信息

特征

• id: 字符串类型
• source: 字符串类型
• system: 字符串类型
• input: 字符串类型
• chosen: 字符串类型
• rejected: 字符串类型
• generations: 字符串序列
• order: 字符串序列
• labelling_model: 字符串类型
• labelling_prompt: 列表类型，包含以下字段：
  • content: 字符串类型
  • role: 字符串类型
• raw_labelling_response: 字符串类型
• rating: 浮点数序列
• rationale: 字符串类型

数据分割

• train:
  • 字节数: 648583
  • 样本数: 100

数据大小

• 下载大小: 330035 字节
• 数据集大小: 648583 字节

配置

• default:
  • 数据文件:
    • train: 路径为 data/train-*

任务类别

• 问答
• 文本生成

语言

• 英语

标签

• dpo
• preference-optimization